IMPECT
@impect-official.bsky.social
From Football, For Football | Creator of 'PACKINGยฎ' | Software & Data Company
๐ Cologne ๐ https://www.impect.com/
๐ Cologne ๐ https://www.impect.com/
Pinned
IMPECT
@impect-official.bsky.social
ยท Jun 5
๐ญ๐ฏ ๐๐ฎ๐๐ ๐๐ผ ๐ด๐ผ ๐ณ๐ผ๐ฟ ๐ผ๐๐ฟ ๐ณ๐ถ๐ฟ๐๐ ๐๐ ๐ฃ๐๐๐ง ๐๐ป๐๐ถ๐ด๐ต๐๐ ๐๐๐ฒ๐ป๐ ๐ถ๐ป ๐ก๐ฒ๐ ๐ฌ๐ผ๐ฟ๐ธ ๐บ๐ธ
The excitement is building as the event draws closer!
Next week, we will be introducing you to our lineup of speakers โ stay tuned for updates and ๐ด๐ข๐ท๐ฆ ๐ต๐ฉ๐ฆ ๐ฅ๐ข๐ต๐ฆ!
Book your ticket to secure your spot now! Link in the comment. ๐ฅ
The excitement is building as the event draws closer!
Next week, we will be introducing you to our lineup of speakers โ stay tuned for updates and ๐ด๐ข๐ท๐ฆ ๐ต๐ฉ๐ฆ ๐ฅ๐ข๐ต๐ฆ!
Book your ticket to secure your spot now! Link in the comment. ๐ฅ
Our latest Packingยฎ radar chart compares Michael Olise, Raphinha, and Mason Greenwood across the most vital metrics for the current 25/26 season. โฝ๏ธ
Who do you rate as the best all round winger in the world right now?
Who do you rate as the best all round winger in the world right now?
February 6, 2026 at 4:39 PM
Our latest Packingยฎ radar chart compares Michael Olise, Raphinha, and Mason Greenwood across the most vital metrics for the current 25/26 season. โฝ๏ธ
Who do you rate as the best all round winger in the world right now?
Who do you rate as the best all round winger in the world right now?
Fresh insights into Europeโs elite fullbacks. ๐โฝ๏ธ
We analysed the top performers across the Big 5 leagues by their average bypassed defenders per 90 in 25/26.
Any surprises in this top 10?
We analysed the top performers across the Big 5 leagues by their average bypassed defenders per 90 in 25/26.
Any surprises in this top 10?
February 3, 2026 at 12:47 PM
Fresh insights into Europeโs elite fullbacks. ๐โฝ๏ธ
We analysed the top performers across the Big 5 leagues by their average bypassed defenders per 90 in 25/26.
Any surprises in this top 10?
We analysed the top performers across the Big 5 leagues by their average bypassed defenders per 90 in 25/26.
Any surprises in this top 10?
Defence wins championships. ๐
Aรฏssa Mandi, Kim Min-jae, and Pierre-Ismaรซlo Ganiou are putting up elite numbers this season. We compared the trio across 9 key data points, including Packing metrics. โฝ๏ธ
Who is currently the most complete central defender in the world?
Aรฏssa Mandi, Kim Min-jae, and Pierre-Ismaรซlo Ganiou are putting up elite numbers this season. We compared the trio across 9 key data points, including Packing metrics. โฝ๏ธ
Who is currently the most complete central defender in the world?
February 2, 2026 at 12:15 PM
Defence wins championships. ๐
Aรฏssa Mandi, Kim Min-jae, and Pierre-Ismaรซlo Ganiou are putting up elite numbers this season. We compared the trio across 9 key data points, including Packing metrics. โฝ๏ธ
Who is currently the most complete central defender in the world?
Aรฏssa Mandi, Kim Min-jae, and Pierre-Ismaรซlo Ganiou are putting up elite numbers this season. We compared the trio across 9 key data points, including Packing metrics. โฝ๏ธ
Who is currently the most complete central defender in the world?
While the Premier League ๐ด๓ ง๓ ข๓ ฅ๓ ฎ๓ ง๓ ฟ and Serie A ๐ฎ๐น keep rolling through the festive period, weโve run end-of-season simulations for both leagues.
Hereโs how the 25/26 tables could look by May. ๐
Hereโs how the 25/26 tables could look by May. ๐
December 27, 2025 at 9:14 AM
While the Premier League ๐ด๓ ง๓ ข๓ ฅ๓ ฎ๓ ง๓ ฟ and Serie A ๐ฎ๐น keep rolling through the festive period, weโve run end-of-season simulations for both leagues.
Hereโs how the 25/26 tables could look by May. ๐
Hereโs how the 25/26 tables could look by May. ๐
AFCON insights: We have ranked the top 10 nations based on our latest IMPECT Power Ratings (0โ100 scale). โฝ๏ธ๐
The numbers show a tight race at the top, with only small gaps between the leading contenders. Do the ratings match your favourites for the title?
The numbers show a tight race at the top, with only small gaps between the leading contenders. Do the ratings match your favourites for the title?
December 23, 2025 at 7:20 AM
AFCON insights: We have ranked the top 10 nations based on our latest IMPECT Power Ratings (0โ100 scale). โฝ๏ธ๐
The numbers show a tight race at the top, with only small gaps between the leading contenders. Do the ratings match your favourites for the title?
The numbers show a tight race at the top, with only small gaps between the leading contenders. Do the ratings match your favourites for the title?
Kane vs Mbappรฉ vs Haaland: the battle for the 25/26 Golden Boot is on! โฝ๏ธ๐ฅ
We have compared the elite trio across 8 key data points, including Packing metrics. ๐
Who is the most clinical striker in the world right now?
We have compared the elite trio across 8 key data points, including Packing metrics. ๐
Who is the most clinical striker in the world right now?
December 22, 2025 at 7:24 AM
Kane vs Mbappรฉ vs Haaland: the battle for the 25/26 Golden Boot is on! โฝ๏ธ๐ฅ
We have compared the elite trio across 8 key data points, including Packing metrics. ๐
Who is the most clinical striker in the world right now?
We have compared the elite trio across 8 key data points, including Packing metrics. ๐
Who is the most clinical striker in the world right now?
A Champions League deep dive this week: we ranked the Top 10 teams of the 25/26 season by their average bypassed-defenders differential. โฝ๏ธ๐
Any surprises in how the top sides stack up?
Any surprises in how the top sides stack up?
December 10, 2025 at 8:26 AM
A Champions League deep dive this week: we ranked the Top 10 teams of the 25/26 season by their average bypassed-defenders differential. โฝ๏ธ๐
Any surprises in how the top sides stack up?
Any surprises in how the top sides stack up?
Which wingers punish defensive lines through their off-ball movement?
Here are the top 10 in the top 5 leagues for โBypassed Defenders Receivingโ. A metric measuring how many defenders a pass takes out thanks to the receiverโs smart run.
Here are the top 10 in the top 5 leagues for โBypassed Defenders Receivingโ. A metric measuring how many defenders a pass takes out thanks to the receiverโs smart run.
December 5, 2025 at 10:22 AM
Which wingers punish defensive lines through their off-ball movement?
Here are the top 10 in the top 5 leagues for โBypassed Defenders Receivingโ. A metric measuring how many defenders a pass takes out thanks to the receiverโs smart run.
Here are the top 10 in the top 5 leagues for โBypassed Defenders Receivingโ. A metric measuring how many defenders a pass takes out thanks to the receiverโs smart run.
Fullbacks are not just wide outlets anymore. They are progression engines. โฝ๏ธ๐
We have analysed how many opponents are bypassed when they receive the ball, revealing who truly breaks lines from the first touch.
Which fullback stands out to you?
We have analysed how many opponents are bypassed when they receive the ball, revealing who truly breaks lines from the first touch.
Which fullback stands out to you?
December 2, 2025 at 12:07 PM
Fullbacks are not just wide outlets anymore. They are progression engines. โฝ๏ธ๐
We have analysed how many opponents are bypassed when they receive the ball, revealing who truly breaks lines from the first touch.
Which fullback stands out to you?
We have analysed how many opponents are bypassed when they receive the ball, revealing who truly breaks lines from the first touch.
Which fullback stands out to you?
Attacking midfielders across the Big 5 in 25/26 (min. 4 matches) , ranked by Bypassed Opponents per 90. โฝ๏ธ ๐
This metric counts how many opponents a player takes out of the game with passes or dribbles. Ilan Kebbal leads the field with 48.33 bypassed opponents per 90. ๐ฅ
This metric counts how many opponents a player takes out of the game with passes or dribbles. Ilan Kebbal leads the field with 48.33 bypassed opponents per 90. ๐ฅ
November 26, 2025 at 12:03 PM
Attacking midfielders across the Big 5 in 25/26 (min. 4 matches) , ranked by Bypassed Opponents per 90. โฝ๏ธ ๐
This metric counts how many opponents a player takes out of the game with passes or dribbles. Ilan Kebbal leads the field with 48.33 bypassed opponents per 90. ๐ฅ
This metric counts how many opponents a player takes out of the game with passes or dribbles. Ilan Kebbal leads the field with 48.33 bypassed opponents per 90. ๐ฅ
Central defenders - Big 5 in 25/26, ranked by their Influence on Allowed Chances. โฝ๏ธ๐
This metric shows how well a defender limits dangerous chances after their team has already had defenders bypassed, capturing not only clearances and interventions but also positional play and delaying actions. ๐ฅ
This metric shows how well a defender limits dangerous chances after their team has already had defenders bypassed, capturing not only clearances and interventions but also positional play and delaying actions. ๐ฅ
November 21, 2025 at 12:05 PM
Central defenders - Big 5 in 25/26, ranked by their Influence on Allowed Chances. โฝ๏ธ๐
This metric shows how well a defender limits dangerous chances after their team has already had defenders bypassed, capturing not only clearances and interventions but also positional play and delaying actions. ๐ฅ
This metric shows how well a defender limits dangerous chances after their team has already had defenders bypassed, capturing not only clearances and interventions but also positional play and delaying actions. ๐ฅ
With the European World Cup Qualifiers (group stage) wrapped up, we looked at how each nation performed by their average difference in bypassed defenders vs opponent. โฝ๏ธ
Any surprises in the top 10? ๐๐ฅ
Any surprises in the top 10? ๐๐ฅ
November 19, 2025 at 12:38 PM
With the European World Cup Qualifiers (group stage) wrapped up, we looked at how each nation performed by their average difference in bypassed defenders vs opponent. โฝ๏ธ
Any surprises in the top 10? ๐๐ฅ
Any surprises in the top 10? ๐๐ฅ
The most important position on the pitch? It might just be the goalkeepers. ๐งค
Here are the top 10 shot-stoppers in the Big 5 leagues this season, ranked by Prevented Goals Total - a measure of how many goals a keeper saved compared to what the quality of shots on target should have produced.
Here are the top 10 shot-stoppers in the Big 5 leagues this season, ranked by Prevented Goals Total - a measure of how many goals a keeper saved compared to what the quality of shots on target should have produced.
November 18, 2025 at 7:38 AM
The most important position on the pitch? It might just be the goalkeepers. ๐งค
Here are the top 10 shot-stoppers in the Big 5 leagues this season, ranked by Prevented Goals Total - a measure of how many goals a keeper saved compared to what the quality of shots on target should have produced.
Here are the top 10 shot-stoppers in the Big 5 leagues this season, ranked by Prevented Goals Total - a measure of how many goals a keeper saved compared to what the quality of shots on target should have produced.
This time we looked at Premier League 2 (U21) teams and ranked them by their average difference in bypassed defenders vs opponent in the current 25/26 season. โฝ๏ธ
Whoโs standing out among the next generation? ๐ฅ
Whoโs standing out among the next generation? ๐ฅ
November 12, 2025 at 2:58 PM
This time we looked at Premier League 2 (U21) teams and ranked them by their average difference in bypassed defenders vs opponent in the current 25/26 season. โฝ๏ธ
Whoโs standing out among the next generation? ๐ฅ
Whoโs standing out among the next generation? ๐ฅ
Hereโs the rest of the field. Who's your dark horse? ๐ (2/2)
November 4, 2025 at 5:01 PM
Hereโs the rest of the field. Who's your dark horse? ๐ (2/2)
Matchday 4 of the 25/26 UEFA Champions League group stage. โฝ๏ธ๐ฅ
The latest simulation update as the top 8 race takes shape. (1/2)
The latest simulation update as the top 8 race takes shape. (1/2)
November 4, 2025 at 5:01 PM
Matchday 4 of the 25/26 UEFA Champions League group stage. โฝ๏ธ๐ฅ
The latest simulation update as the top 8 race takes shape. (1/2)
The latest simulation update as the top 8 race takes shape. (1/2)
Following up on our Packingยฎ insight, we looked at teams from the Big 5 leagues in the current 25/26 season and ranked them by their average difference in bypassed defenders vs opponent. โฝ๏ธ
Any surprises in the top 10? ๐
Any surprises in the top 10? ๐
October 30, 2025 at 5:13 PM
Following up on our Packingยฎ insight, we looked at teams from the Big 5 leagues in the current 25/26 season and ranked them by their average difference in bypassed defenders vs opponent. โฝ๏ธ
Any surprises in the top 10? ๐
Any surprises in the top 10? ๐
Bypassing defenders matters. A lot.
Teams that bypass more defenders than their opponent win 80.3% of the time (draws excluded). With a +10 bypassed defender gap, that jumps to 88.5%.
Packingยฎ defines winning football. โฝ๏ธโก๏ธ
Teams that bypass more defenders than their opponent win 80.3% of the time (draws excluded). With a +10 bypassed defender gap, that jumps to 88.5%.
Packingยฎ defines winning football. โฝ๏ธโก๏ธ
October 30, 2025 at 10:53 AM
Bypassing defenders matters. A lot.
Teams that bypass more defenders than their opponent win 80.3% of the time (draws excluded). With a +10 bypassed defender gap, that jumps to 88.5%.
Packingยฎ defines winning football. โฝ๏ธโก๏ธ
Teams that bypass more defenders than their opponent win 80.3% of the time (draws excluded). With a +10 bypassed defender gap, that jumps to 88.5%.
Packingยฎ defines winning football. โฝ๏ธโก๏ธ
Hereโs the second half of the simulation. Whoโs climbing the ladder tonight? ๐ช (2/2)
October 23, 2025 at 5:08 PM
Hereโs the second half of the simulation. Whoโs climbing the ladder tonight? ๐ช (2/2)
Europa League night! โฝ๏ธ๐ฅ Weโve crunched the numbers to see how the league phase might play out ๐ (1/2)
October 23, 2025 at 5:08 PM
Europa League night! โฝ๏ธ๐ฅ Weโve crunched the numbers to see how the league phase might play out ๐ (1/2)
A massive thank you to @unravelsports.com, @koenvossen.bsky.social, @koenderaad.bsky.social, Dries Deprest, @probberechts.bsky.social and the entire @pysport.org team for their collaboration and for making the Kloppy integration possible.
๐ง Letโs build together!
๐ง Letโs build together!
October 23, 2025 at 11:55 AM
A massive thank you to @unravelsports.com, @koenvossen.bsky.social, @koenderaad.bsky.social, Dries Deprest, @probberechts.bsky.social and the entire @pysport.org team for their collaboration and for making the Kloppy integration possible.
๐ง Letโs build together!
๐ง Letโs build together!
๐ ๐๐ฎ๐๐ฎ๐๐ฒ๐: github.com/ImpectAPI/open-data
๐ฆ ๐๐น๐ผ๐ฝ๐ฝ๐: kloppy.pysport.org/
๐ฆ ๐๐น๐ผ๐ฝ๐ฝ๐: kloppy.pysport.org/
GitHub - ImpectAPI/open-data: Free Impect Data for Everyone!
Free Impect Data for Everyone! Contribute to ImpectAPI/open-data development by creating an account on GitHub.
github.com
October 23, 2025 at 11:55 AM
๐ ๐๐ฎ๐๐ฎ๐๐ฒ๐: github.com/ImpectAPI/open-data
๐ฆ ๐๐น๐ผ๐ฝ๐ฝ๐: kloppy.pysport.org/
๐ฆ ๐๐น๐ผ๐ฝ๐ฝ๐: kloppy.pysport.org/
Together with @pysport.org, this dataset is now available through ๐๐ฅ๐จ๐ฉ๐ฉ๐ฒ and our ๐๐๐๐ข๐๐๐ญ๐๐ ๐๐ข๐ญ๐๐ฎ๐ ๐ซ๐๐ฉ๐จ๐ฌ๐ข๐ญ๐จ๐ซ๐ฒ.
This release marks an exciting step forward for the open-source football analytics ecosystem. We canโt wait to see what the community creates with this data!
This release marks an exciting step forward for the open-source football analytics ecosystem. We canโt wait to see what the community creates with this data!
October 23, 2025 at 11:55 AM
Together with @pysport.org, this dataset is now available through ๐๐ฅ๐จ๐ฉ๐ฉ๐ฒ and our ๐๐๐๐ข๐๐๐ญ๐๐ ๐๐ข๐ญ๐๐ฎ๐ ๐ซ๐๐ฉ๐จ๐ฌ๐ข๐ญ๐จ๐ซ๐ฒ.
This release marks an exciting step forward for the open-source football analytics ecosystem. We canโt wait to see what the community creates with this data!
This release marks an exciting step forward for the open-source football analytics ecosystem. We canโt wait to see what the community creates with this data!
๐ ๐๐ข๐ ๐ง๐๐ฐ๐ฌ ๐๐จ๐ซ ๐ญ๐ก๐ ๐๐จ๐จ๐ญ๐๐๐ฅ๐ฅ ๐๐ง๐๐ฅ๐ฒ๐ญ๐ข๐๐ฌ ๐๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒ!
We are thrilled to announce the release of our ๐จ๐ฉ๐๐ง ๐๐๐ญ๐ โ the ๐ฆ๐จ๐ฌ๐ญ ๐๐จ๐ง๐ญ๐๐ฑ๐ญ๐ฎ๐๐ฅ๐ข๐ณ๐๐ ๐๐ฏ๐๐ง๐ญ ๐๐๐ญ๐๐ฌ๐๐ญ ๐ข๐ง ๐๐จ๐จ๐ญ๐๐๐ฅ๐ฅ, covering the 2023/24 ๐๐ฎ๐ง๐๐๐ฌ๐ฅ๐ข๐ ๐ ๐ฌ๐๐๐ฌ๐จ๐ง, including Bayer 04 Leverkusenโs historic invincible campaign.
We are thrilled to announce the release of our ๐จ๐ฉ๐๐ง ๐๐๐ญ๐ โ the ๐ฆ๐จ๐ฌ๐ญ ๐๐จ๐ง๐ญ๐๐ฑ๐ญ๐ฎ๐๐ฅ๐ข๐ณ๐๐ ๐๐ฏ๐๐ง๐ญ ๐๐๐ญ๐๐ฌ๐๐ญ ๐ข๐ง ๐๐จ๐จ๐ญ๐๐๐ฅ๐ฅ, covering the 2023/24 ๐๐ฎ๐ง๐๐๐ฌ๐ฅ๐ข๐ ๐ ๐ฌ๐๐๐ฌ๐จ๐ง, including Bayer 04 Leverkusenโs historic invincible campaign.
October 23, 2025 at 11:55 AM
๐ ๐๐ข๐ ๐ง๐๐ฐ๐ฌ ๐๐จ๐ซ ๐ญ๐ก๐ ๐๐จ๐จ๐ญ๐๐๐ฅ๐ฅ ๐๐ง๐๐ฅ๐ฒ๐ญ๐ข๐๐ฌ ๐๐จ๐ฆ๐ฆ๐ฎ๐ง๐ข๐ญ๐ฒ!
We are thrilled to announce the release of our ๐จ๐ฉ๐๐ง ๐๐๐ญ๐ โ the ๐ฆ๐จ๐ฌ๐ญ ๐๐จ๐ง๐ญ๐๐ฑ๐ญ๐ฎ๐๐ฅ๐ข๐ณ๐๐ ๐๐ฏ๐๐ง๐ญ ๐๐๐ญ๐๐ฌ๐๐ญ ๐ข๐ง ๐๐จ๐จ๐ญ๐๐๐ฅ๐ฅ, covering the 2023/24 ๐๐ฎ๐ง๐๐๐ฌ๐ฅ๐ข๐ ๐ ๐ฌ๐๐๐ฌ๐จ๐ง, including Bayer 04 Leverkusenโs historic invincible campaign.
We are thrilled to announce the release of our ๐จ๐ฉ๐๐ง ๐๐๐ญ๐ โ the ๐ฆ๐จ๐ฌ๐ญ ๐๐จ๐ง๐ญ๐๐ฑ๐ญ๐ฎ๐๐ฅ๐ข๐ณ๐๐ ๐๐ฏ๐๐ง๐ญ ๐๐๐ญ๐๐ฌ๐๐ญ ๐ข๐ง ๐๐จ๐จ๐ญ๐๐๐ฅ๐ฅ, covering the 2023/24 ๐๐ฎ๐ง๐๐๐ฌ๐ฅ๐ข๐ ๐ ๐ฌ๐๐๐ฌ๐จ๐ง, including Bayer 04 Leverkusenโs historic invincible campaign.